| Jury learning: Integrating dissenting voices into machine learning models ML Gordon, MS Lam, JS Park, K Patel, J Hancock, T Hashimoto, ... Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022 | 209 | 2022 |
| Atelier: Repurposing expert crowdsourcing tasks as micro-internships R Suzuki, N Salehi, MS Lam, JC Marroquin, MS Bernstein Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016 | 105 | 2016 |
| End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior MS Lam, ML Gordon, D Metaxa, JT Hancock, JA Landay, MS Bernstein | 50 | 2022 |
| Sociotechnical audits: Broadening the algorithm auditing lens to investigate targeted advertising MS Lam, A Pandit, CH Kalicki, R Gupta, P Sahoo, D Metaxa Proceedings of the ACM on Human-Computer Interaction 7 (CSCW2), 1-37, 2023 | 34 | 2023 |
| Concept induction: Analyzing unstructured text with high-level concepts using lloom MS Lam, J Teoh, JA Landay, J Heer, MS Bernstein Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems …, 2024 | 33 | 2024 |
| Fairness on the ground: Applying algorithmic fairness approaches to production systems C Bakalar, R Barreto, S Bergman, M Bogen, B Chern, S Corbett-Davies, ... arXiv preprint arXiv:2103.06172, 2021 | 30 | 2021 |
| Embedding Democratic Values into Social Media AIs via Societal Objective Functions C Jia*, MS Lam*, MC Mai, JT Hancock, MS Bernstein Proceedings of the ACM on Human-Computer Interaction 8 (CSCW1), 1-36, 2024 | 25 | 2024 |
| Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design MS Lam, Z Ma, A Li, I Freitas, D Wang, JA Landay, MS Bernstein Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 24 | 2023 |
| Designing LLM chains by adapting techniques from crowdsourcing workflows M Grunde-McLaughlin, MS Lam, R Krishna, DS Weld, J Heer arXiv preprint arXiv:2312.11681, 2023 | 16 | 2023 |
| Embedding societal values into social media algorithms M Bernstein, A Christin, J Hancock, T Hashimoto, C Jia, M Lam, N Meister, ... Journal of Online Trust and Safety 2 (1), 2023 | 15 | 2023 |
| Show, Don't Tell: Aligning Language Models with Demonstrated Feedback O Shaikh, M Lam, J Hejna, Y Shao, M Bernstein, D Yang arXiv preprint arXiv:2406.00888, 2024 | 12 | 2024 |
| Human-centered evaluation and auditing of language models Z Xiao, WH Deng, MS Lam, M Eslami, J Kim, M Lee, QV Liao Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024 | 7 | 2024 |
| Supporting user engagement in testing, auditing, and contesting AI WH Deng, MS Lam, ÁA Cabrera, D Metaxa, M Eslami, K Holstein Companion Publication of the 2023 Conference on Computer Supported …, 2023 | 7 | 2023 |
| Clarify: Improving model robustness with natural language corrections Y Lee, MS Lam, H Vasconcelos, MS Bernstein, C Finn Proceedings of the 37th Annual ACM Symposium on User Interface Software and …, 2024 | 5 | 2024 |
| User Perceptions of Privacy Interfaces in the Workplace MS Lam, M Jörke, J King, N Haghighi, JA Landay Design Thinking Research: Innovation–Insight–Then and Now, 109-133, 2023 | 1 | 2023 |
| Eevee: Transforming Images by Bridging High-Level Goals and Low-Level Edit Operations MS Lam, GB Young, CY Xu, R Krishna, MS Bernstein Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing …, 2019 | 1 | 2019 |
| Power Networks: A Novel Neural Architecture to Predict Power Relations M Lam, C Xu, A Kong, V Prabhakaran arXiv preprint arXiv:1807.06557, 2018 | 1 | 2018 |
| Amanuensis: The Programmer's Apprentice T Dean, M Chiang, M Gomez, N Gruver, Y Hindy, M Lam, P Lu, S Sanchez, ... arXiv preprint arXiv:1807.00082, 2018 | 1 | 2018 |
| Granting Non-AI Experts Creative Control Over AI Systems MS Lam Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface …, 2024 | | 2024 |
| AI Policy Projector: Grounding LLM Policy Design in Iterative Mapmaking MS Lam, F Hohman, D Moritz, JP Bigham, K Holstein, MB Kery arXiv preprint arXiv:2409.18203, 2024 | | 2024 |
Michael S. BernsteinAssociate Professor, Stanford UniversityEmail yang diverifikasi di cs.stanford.edu